theaiautomators/claude-code-agentic-rag-masterclass
Build an agentic RAG app from scratch by collaborating with Claude Code. 8-module course covering hybrid search, reranking, text-to-SQL, subagents, and more. React + FastAPI + Supabase.
Implements advanced RAG patterns including hybrid search (keyword + vector), cross-encoder reranking, and metadata-driven filtering alongside agentic capabilities like text-to-SQL and document delegation via subagents. Built on pgvector for semantic search and Docling for multi-format ingestion (PDF, DOCX, HTML, Markdown), with streaming chat and tool-calling support across local or cloud LLMs. Designed as a Claude Code collaborative workflow where the AI writes implementations while the user guides architecture decisions through natural conversation.
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Jan 29, 2026
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